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Cortical network for selective attention based on border ownership integration

Research Project

Project/Area Number 17K12704
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Cognitive science
Research InstitutionToho University (2018-2019)
Tokyo Denki University (2017)

Principal Investigator

WAGATSUMA Nobuhiko  東邦大学, 理学部, 講師 (60632958)

Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,160,000 (Direct Cost: ¥3,200,000、Indirect Cost: ¥960,000)
Fiscal Year 2018: ¥2,210,000 (Direct Cost: ¥1,700,000、Indirect Cost: ¥510,000)
Fiscal Year 2017: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywords神経同期 / 神経回路モデル / Border Ownership / 図方向決定 / 視覚的注意 / 視覚情報処理 / 図領域統合 / 神経細胞同期発火 / 注意選択 / 神経回路ネットワークモデル / Border-Ownership / 同期発火 / NMDAシナプス / 脳型階層構造 / 選択的注意 / 計算論的神経科学
Outline of Final Research Achievements

The activity of a border ownership selective (BOS) neuron underlies the perception of a figure. Previous work has proposed that this grouping mechanism is implemented by population of grouping (“G”) cells and that these G-cells also serve as “handles” for attention. Experimental studies have investigated correlations between BOS neurons. A previous study showed that modulatory common feedback may underlie the synchrony between BOS neurons with consistent BOS, i.e. when both neurons in the pair respond to the same object. Here, I extended this model to explain synchrony observed between neurons with non-consistent BOS. In my model, the responses of BOS neurons are modulated by the activity of G-cells mediating spatial-attention and object-based attention. The G-cells provide modulatory feedback to BOS neurons via NMDA receptors. Simulation results for the model suggest that the interactions between feedback signals play a critical role to modulate the activities of BOS neurons.

Academic Significance and Societal Importance of the Research Achievements

サルV2のニューロンが、図方向(Border Ownership, BO)に対して選択性を持つことが知られている(BOS細胞)。最近、皮質において、空間的に離れて配置されたBOS細胞の同期発火が、物体知覚の皮質表現である可能性が示唆された。しかし、空間的に離れて配列されたBOS細胞が同期するための神経回路メカニズムは、生理実験的な検証が困難であり、その詳細も未知であった。本研究が提案する神経回路モデルにより、この問題への解法の示唆が与えられた。この結果は、生物の視覚処理メカニズムの理解だけでなく、コンピュータビジョンアルゴリズムの発展に寄与することが期待される。

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • Research Products

    (31 results)

All 2020 2019 2018 2017 Other

All Int'l Joint Research (3 results) Journal Article (13 results) (of which Peer Reviewed: 7 results,  Open Access: 4 results) Presentation (15 results) (of which Int'l Joint Research: 7 results)

  • [Int'l Joint Research] Johns Hopkins University/Allen Institute(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] Johns Hopkins University(米国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] Johns Hopkins Unviersity(米国)

    • Related Report
      2017 Research-status Report
  • [Journal Article] Perception and Saccades during Figure-Ground Segregation and Border-Ownership Discrimination in Natural Contours2020

    • Author(s)
      WAGATSUMA Nobuhiko、URABE Mika、SAKAI Ko
    • Journal Title

      IEICE Transactions on Information and Systems

      Volume: E103.D Issue: 5 Pages: 1126-1134

    • DOI

      10.1587/transinf.2019EDP7020

    • NAID

      130007839072

    • ISSN
      0916-8532, 1745-1361
    • Year and Date
      2020-05-01
    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Chaos-Chaos Intermittency Synchronization Induced by Feedback Signals and Stochastic Noise in Coupled Chaotic Systems2020

    • Author(s)
      Sou Nobukawa, Nobuhiko Wagatsuma, Haruhiko Nishimura
    • Journal Title

      IEICE Transactions on Fundamentals of Electronics, Communications and Computer Sciences: A

      Volume: -

    • NAID

      130007893741

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 脱抑制の神経回路に起因するBorder Ownership選択性細胞の発火率と同期発火の変調2020

    • Author(s)
      下村遙、信川創、我妻伸彦
    • Journal Title

      信学技報

      Volume: 119 Pages: 61-64

    • Related Report
      2019 Annual Research Report
  • [Journal Article] 軌道領域減少信号と確率的ノイズの印加によるカオス-カオス間欠性同期の制御2020

    • Author(s)
      信川創、我妻伸彦、西村治彦
    • Journal Title

      信学技報

      Volume: 119 Pages: 201-206

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Elderly Watching System based BLE Beacon and LPWA Communication2019

    • Author(s)
      岩田 彰、王 建青、白松 俊、須藤 正時、クグレ マウリシオ、我妻 伸彦
    • Journal Title

      Journal of The Society of Instrument and Control Engineers

      Volume: 58 Issue: 2 Pages: 109-114

    • DOI

      10.11499/sicejl.58.109

    • NAID

      130007605282

    • ISSN
      0453-4662, 1883-8170
    • Year and Date
      2019-02-10
    • Related Report
      2018 Research-status Report
  • [Journal Article] Resonance phenomena controlled by external feedback signals and additive noise in neural systems2019

    • Author(s)
      Nobukawa Sou、Shibata Natsusaku、Nishimura Haruhiko、Doho Hirotaka、Wagatsuma Nobuhiko、Yamanishi Teruya
    • Journal Title

      Scientific Reports

      Volume: 9 Issue: 1 Pages: 1-15

    • DOI

      10.1038/s41598-019-48950-3

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 3種類の抑制性細胞が相互作用する局所神経回路の変調2019

    • Author(s)
      我妻伸彦、信川創、深井朋樹
    • Journal Title

      第29回日本神経回路学会全国大会講演論文集

      Volume: 29 Pages: 52-53

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Saliency model based on a neural population for integrating figure direction and organizing Border Ownership2019

    • Author(s)
      Wagatsuma Nobuhiko
    • Journal Title

      Neural Networks

      Volume: 110 Pages: 33-46

    • DOI

      10.1016/j.neunet.2018.10.015

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Invariance to low-level features and partial transfer over space in the tilt aftereffects evoked by symmetrical patterns2019

    • Author(s)
      Sakata Yui、Kurematsu Ken、Wagatsuma Nobuhiko、Sakai Ko
    • Journal Title

      Journal of the Optical Society of America A

      Volume: 36 Issue: 2 Pages: 283-291

    • DOI

      10.1364/josaa.36.000283

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Interactions Elicited by the Contradiction Between Figure Direction Discrimination and Figure-Ground Segregation2018

    • Author(s)
      Wagatsuma Nobuhiko、Urabe Mika、Sakai Ko
    • Journal Title

      Frontiers in Psychology

      Volume: 9 Pages: 1681-1681

    • DOI

      10.3389/fpsyg.2018.01681

    • NAID

      120007133794

    • Related Report
      2018 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] The Effects of Feedback Signals Mediated by NMDA-Type Synapses for Modulating Border-Ownership Selective Neurons in Visual Cortex2018

    • Author(s)
      Wagatsuma Nobuhiko、Konno Hirotoshi
    • Journal Title

      Lecture Notes in Computer Science

      Volume: 11301 Pages: 563-570

    • DOI

      10.1007/978-3-030-04167-0_51

    • ISBN
      9783030041663, 9783030041670
    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] 図方向決定に関するBorder-Ownership選択性細胞へのトップダウン的注意効果2018

    • Author(s)
      我妻伸彦, 川口萌衣子
    • Journal Title

      電子情報通信学会技術報告

      Volume: 印刷中

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Journal Article] 深層畳み込みニューラルネットワークが獲得する注意選択モデルに対する 心理物理学的タスクの影響2017

    • Author(s)
      我妻伸彦、日高章理
    • Journal Title

      第31回人工知能学会全国大会論文集

      Volume: 31 Pages: 1-4

    • NAID

      130007427154

    • Related Report
      2017 Research-status Report
    • Open Access
  • [Presentation] 脱抑制の神経回路に起因するBorder Ownership選択性細胞の発火率と同期発火の変調2020

    • Author(s)
      下村遙、信川創、我妻伸彦
    • Organizer
      NC研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 軌道領域減少信号と確率的ノイズの印加によるカオス-カオス間欠性同期の制御2020

    • Author(s)
      信川創、我妻伸彦、西村治彦
    • Organizer
      NC研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Top-down modulations of bottom-up signal processing in a microcircuit model involving PV, SOM and VIP inhibitory interneurons2019

    • Author(s)
      Nobuhiko Wagatsuma, Sou Nobukawa, Tomoki Fukai
    • Organizer
      Society for Neuroscience 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Interactions between Feedback Signals for the Modulation of Border Ownership Selective Neurons2019

    • Author(s)
      Nobuhiko Wagatsuma, Brian Hu, Rudiger von der Heydt, Ernst Niebur
    • Organizer
      28th Annual Computational Neuroscience Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] The correspondence between monkey visual areas and layers in DCNN saliency map model for representations of natural images2019

    • Author(s)
      Nobuhiko Wagatsuma, Akinori Hidaka, Hiroshi Tamura
    • Organizer
      15th Asia-Pacific Conference on Vision
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 3種類の抑制性細胞が相互作用する局所神経回路の変調2019

    • Author(s)
      我妻伸彦、信川創、深井朋樹
    • Organizer
      第29回日本神経回路学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Border-Ownershipを統合する神経細胞の集団応答に基づくSaliency Mapモデル2019

    • Author(s)
      我妻伸彦
    • Organizer
      計測自動制御学会 システム・情報部門 学術講演会 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Interactions between Feedback Signals for the Modulation of Border Ownership Selective Neurons2019

    • Author(s)
      Nobuhiko Wagatsuma, Ernst Niebur, Brian Hu, Rudiger von der Heydt
    • Organizer
      Computational Neuroscience Meeting 2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] サル視覚皮質と深層畳み込みニューラルネットワークが獲得する saliency map モデルの画像情報表現2018

    • Author(s)
      我妻伸彦、日高章理、田村 弘
    • Organizer
      日本視覚学会2019年冬季大会
    • Related Report
      2018 Research-status Report
  • [Presentation] The Effects of Feedback Signals Mediated by NMDA-type Synapses for Modulating Border-Ownership Selective Neurons in Visual Cortex2018

    • Author(s)
      Nobuhiko Wagatsuma, Hirotoshi Konno
    • Organizer
      International Conference on Neural Information Processing 2018 (ICONIP 2018)
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 図方向決定に関するBorder-Ownership選択性細胞へのトップダウン的注意の効果2018

    • Author(s)
      我妻伸彦、川口萌衣子
    • Organizer
      ニューロコンピューティング(NC)研究会
    • Related Report
      2018 Research-status Report
  • [Presentation] 物体領域を表現するBorder-Ownership選択性細胞を同期させる神経回路メカニズム2018

    • Author(s)
      我妻伸彦
    • Organizer
      日本視覚学会2018年夏季大会
    • Related Report
      2018 Research-status Report
  • [Presentation] Saliency-based Gaze Prediction based on the Neural Population for Integrating the Direction of Figure2017

    • Author(s)
      Nobuhiko Wagatsuma
    • Organizer
      26th Annual Computational Neuroscience Meeting (CNS*2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] The Effects of Feedback Signals Mediated by NMDA-type synapses for the Modulation of Border-Ownership Selective Neurons in Visual Cortex2017

    • Author(s)
      Nobuhiko Wagatsuma, Hirotoshi Konno
    • Organizer
      第27回日本神経回路学会
    • Related Report
      2017 Research-status Report
  • [Presentation] Modeling Spike Synchrony in the Visual Cortex for Figure-Ground Organizations2017

    • Author(s)
      Nobuhiko Wagatsuma, Brian Hu, Rudiger von der Heydt, Ernst Niebur
    • Organizer
      Society for Neuroscience 2017 (SfN 2017)
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research

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Published: 2017-04-28   Modified: 2022-02-21  

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